SPT |
Signal Processing Theory
- Adaptive signal processing
- Sampling, multirate signal processing and digital signal processing
- Multidimensional signal processing
- Signal and information processing over graphs
- Adaptation, detection, estimation, and learning over graphs
- Optimization methods
- Radar and sonar signal processing
- Sensor array and multichannel processing
- Statistical signal processing
- Quantum signal processing
- Other SPT contributions
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IMV |
Image, Video & Multimedia Processing
- Image & video sensing, modeling, and representation
- Image & video processing techniques
- Image & video communications
- Multimedia signal processing & communications
- Electronic imaging
- Computational imaging methods and models
- Computational image formation
- Computational imaging systems
- Other IMV topics
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ASL |
Audio, Speech and Language Processing
- Human language technology
- Speech processing
- Audio and acoustic signal processing
- Multimodal processing
- Other ASL topics
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IFS |
Information Forensics and Security
- Anonymization, data privacy and applied cryptography
- Biometrics
- Communication and information theoretic security
- Network security
- Cyber-physical security
- Multimedia forensics
- Hardware security
- Surveillance
- Watermarking and data hiding
- Adversarial signal processing & machine learning
- Security in social networks
- Other IFS topics
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BIO |
Biomedical Signal and Image Processing
- Bioinformatics
- Physiological signal processing
- Neural signals
- Biological imaging & image analysis
- Medical imaging & image analysis
- Brain/human-computer interfaces
- Other biomedical SP topics
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COM |
Signal Processing for Communications and Networks
- Channel characterization, modelling, estimation and equalization
- Signal representation, coding and compression
- Cross-layer optimization
- Multi-carrier, OFDM, and DMT communications
- MIMO/Massive MIMO Communications
- CDMA and spread spectrum communications
- Ultra wideband communications
- Millimeter-wave and terahertz communications
- Optical wireless communications
- Energy aware and sustainable communications
- Modulation, encoding, pre-coding and beamforming
- SP for cognitive radios
- Communications, sensing and networking
- Modeling and analysis of networks
- SP for non-terrestrial communications
- Other COM topics
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MLR |
Machine Learning
- Deep learning
- Graphical and kernel methods
- Bayesian learning
- Sequential learning
- Tensor-based methods
- Optimization methods
- Distributed/Federated learning
- Subspace and manifold learning
- Pattern recognition and classification
- Reinforcement learning
- Dictionary learning/Independent component analysis
- Matrix factorization/completion
- Source separation
- Transfer learning, domain adaptation
- Self-supervised and semi-supervised learning
- Methods and algorithms for big data
- Other ML topics
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OTH |
Other Areas and SP Applications
- Design and implementation of signal processing systems
- Internet of things
- Green and sustainable signal processing
- SP for energy and power systems
- Cyber-physical systems
- Financial engineering
- Non-destructive testing and evaluation
- SP Education
- Emerging topics
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